In the contested terrain where government ambition meets commercial technology, BigBear.ai has raised $100 million and secured more than twenty defense contracts — a declaration of intent in a market where federal dollars are increasingly chasing AI capability. Yet the company's stock, trading well above industry valuation norms while still unprofitable, embodies a familiar tension in the modern economy: the distance between a compelling story and a proven business. The question Echo Harbor has always asked of its industries applies here too — not whether the opportunity is real, but whether t